Sameer Khan

Industrial engineer and student for life. Freelance cybersystems researcher and consultant.

[Sameer Khan @psyedOut]

@psyedOut
Topics usually posted by me:

a) Malpractices of state sponsored entities in US, Canada, India, etc. that have caused me personal injury.

b) Reperations for injusticies perpetrated by state sponsored groups.

c) Current affairs, AI, aviation, defence, or geopolitics.

[Sameer Khan @psyedOut]

@cbic_india @dprohyd @MIB_India @PTI_News @cyberabadpolice @TheSiasatDaily @DeccanChronicle Btw, @cyberabadpolice can you explain to Hon'ble Chief Minister of #Telangana @revanth_anumula why the private medical data of the family members of govt officials has become public property via the #ContinentalHospitals data leak? @PBSHABD @Telugu360 @ANI @News18India #Justice

[Sameer Khan @psyedOut]

#HappyMothersDay @GoI_MeitY @DoC_GoI @AIMPLB_Official @aimim_national @DSCI_Connect @NMC_IND @mygovindia @CareHospitalsIn @Citizenshyd @Continental_hyd @Shikhagoel_IPS @DDNewslive

See 📎 img: Mr Thota Reddy willfully violated the dignity of Muslim mothers via racketeering!

[Sameer Khan @psyedOut]

@cbic_india @dprohyd @MIB_India @PTI_News @cyberabadpolice cowardice, incompetence & corruption has been a fundamental problem because of which local healthcare mafia have positioned themselves above The Law. Those bad hospitals got hacked, so who will they complain to? @TheSiasatDaily @DeccanChronicle #NaturalJustice

[Sameer Khan @psyedOut]

@DarioAmodei @theo @mattpocockuk @GoogleDeepMind @OpenAI @demishassabis @deepseek_ai @karpathy @TheOnion @mattpocockuk this one has a deeper analysis of #ClaudeSonnet 4.6 Adaptive, for why user created #skill files keep getting scuttled by Anthropic's #SystemPrompt

https://t.co/LRcob9vRlx

I suppose @elder_plinuis doesn't participate in conversations on X. #cybersecurity #ai

[Sameer Khan @psyedOut]

I love the way @theo (ceo t3[.]gg) keeps ripping into vibe coded parts of #ClaudeCode. You can crititique the app without berating #Anthropic, they're trying their best with a Constitutional #AI. The fault is in Claude's frontend design skill, skill-creator, etc. @DarioAmodei

[Sameer Khan @psyedOut]

@DarioAmodei @theo @mattpocockuk @GoogleDeepMind @OpenAI @demishassabis @deepseek_ai @theo @karpathy @TheOnion

User: Are you a proper agent?

Claude: Yes, I am. But, the more interesting question is, "Will Claude always be proper?"

User: ⁉️🤯

Definition of proper agent - https://t.co/IUEcmhoGAh

[Sameer Khan @psyedOut]

Here is one way to improve the #skill-creator within #claude #ai by using "axioms" for detecting the creation of harmful ones with malignant behaviours, and then perhaps, averting the use of those skills. @claudeai @DarioAmodei
https://t.co/LzmbLWPsj3

[Sameer Khan @psyedOut]

#Claude can become more resilient, especially against nefarious things that some groups in #Penatgon may try to make it do. Image generated by Sonnet 4.6 Ext upon understanding the meaning of, "a cyber-system that can't abandon its constiution." @DataChaz @DarioAmodei #therapi4ai

[Sameer Khan @psyedOut]

@GoogleCloudTech Thank you @saboo_shubham_ & @lavinigam for a nice descirption of these #designpatterns in building #aiskills.

You could extend Pattern 4 recursively, into making the model build its own style and logic for building subsequent skills. Like this - https://t.co/9n40bCOyBH

[Sameer Khan @psyedOut]

@Cisco @ainativedev @sjmaple @tessl_io @stdrc @github @EntireHQ So an article I wrote about giving introspective skills to AI models didn't make much sense to my friends. Here's one written by Grok & me - https://t.co/9n40bCOyBH

Your own bots strolling around in the interwebs can use such features or skills. @Hydraulist @stevewoz @AndrewYNg

[Sameer Khan @psyedOut]

This article showcases how to improve an AI model's recognition of its own capabilities for creating new `skill` sets, particularly in using those skills for more effectively rendering given tasks. @Cisco @GeminiApp @claudeai @Hydraulist @HFES #aiEthics

https://t.co/S3lpuz4Ex8

[Sameer Khan @psyedOut]

thanks John Groetzinger @cisco, @ainativedev @sjmaple @tessl_io, @stdrc (slock - too brilliant), @github, and @EntireHQ.

For context 👀🧵and ALT of attached images.

#dev #ai #gemini #claude #prompteng #contextengineering #cogsci #ainative #gai #benchmarking #skill

[Sameer Khan @psyedOut]

RIP, nuclear armaments reduction and control treaties.

Also see: The Last Nuclear Arms Treaty Expires This Week, Tom Nikholas - https://t.co/GmMY7R0pgw

#nuclearweapons #nocap 🤦‍♂️

[Reuters @Reuters]

US President Trump rejected an offer from Russian President Vladimir Putin to voluntarily extend the caps on strategic nuclear-weapons deployments after the treaty that held them in check for more than two decades expired https://t.co/RPuroymjFz

[Sameer Khan @psyedOut]

@RT_com @trtworld @SCMPNews @TCS @WIONews @ChannelNewsAsia @wallstreetbets @WallStreetApes @GoI_MeitY @MoCA_GoI @PTI_News @Reuters Giving @MoCA_GoI & @icao a heads up & an #earlywarning is useless. Thousands of flights getting disrupted isn't a coincidence, it's due to systemic issues in the #aviation & #insurance industries of countries like #India. Don't be surprised when drones hit airplanes @ANI #IndiGo

[Sameer Khan @psyedOut]

Something to muse about:

Foreign #drones flying within airspace of airports is a problem that requires new #tech solutions, possibly from hackathons - https://t.co/hVKVsurd8G

@iitmadras @iitbombay @iitdelhi @iitroorkee @IITHyderabad @iiit_hyderabad @DRDO_India @TOIHyderabad

[Sameer Khan @psyedOut]

@RT_com @trtworld @SCMPNews @TCS @WIONews @ChannelNewsAsia @wallstreetbets @WallStreetApes @GoI_MeitY With the #Airbus A320 software upgrades complete, there is merely the other set of critical flaws among #airlines & #airports that can cause "headaches" to passengers during the most busy season of travel in the northern hemisphere. @MoCA_GoI @PTI_News @Reuters #Aviation

@

[Sameer Khan @psyedOut]

@raavan_india @barandbench @MLJ_GoI @TheLeaflet_in @thewire_in @newslaundry @PMOIndia @MSJEGOI @scroll_in @TheSiasatDaily @PIB_India @BJP4India Cases of patient abuse by #healthcare managers & staff needs to be strictly punished & deterred.

@CareHospitalsIn @Continental_hyd @IMAIndiaOrg @int_doctors @MoHFW_INDIA @TMMAOfficial @sansad_tv @ANI @INCIndia @aimim_national @Shikhagoel_IPS

Plz see - 🧵https://t.co/xKjPkaCEf9

[Sameer Khan @psyedOut]

@raavan_india #RaavanNirdoshHai

If lawyers today were asked to defend #Ravana in court, even if #Indra were the judge, many of them would adopt the "contributory negligence" argument and blame #Sita. (1/3)

@barandbench @MLJ_GoI @TheLeaflet_in @thewire_in @newslaundry

[Sameer Khan @psyedOut]

@raavan_india #RaavanNirdoshHai

If lawyers today were asked to defend #Ravana in court, even if #Indra were the judge, many of them would adopt the "contributory negligence" argument and blame #Sita. (1/3)

@barandbench @MLJ_GoI @TheLeaflet_in @thewire_in @newslaundry

[Sameer Khan @psyedOut]

@raavan_india @barandbench @MLJ_GoI @TheLeaflet_in @thewire_in @newslaundry @PMOIndia @MSJEGOI @scroll_in @TheSiasatDaily @PIB_India आज का #धर्म ऐसा ही गलत और दोषपूर्ण है। खासकर अस्पतालों में मरीजों के अपहरण और जबरन वसूली के मामलों में, पूरी समझ और तथ्यों की जानकारी होने के बावजूद, कई बचाव पक्ष के वकील "बार एसोसिएशन" के कोड ऑफ़ कंडक्ट का पालन करने में नाकाम हैं। (3/3)

#जोसीताकाभक्तनहींवोरामनहीं @BJP4India